Hierarchy For All Packages

Package Hierarchies:

• com.github.pmerienne.trident.ml.classification,
• com.github.pmerienne.trident.ml.clustering,
• com.github.pmerienne.trident.ml.core,
• com.github.pmerienne.trident.ml.evaluation,
• com.github.pmerienne.trident.ml.nlp,
• com.github.pmerienne.trident.ml.preprocessing,
• com.github.pmerienne.trident.ml.regression,
• com.github.pmerienne.trident.ml.stats,
• com.github.pmerienne.trident.ml.testing,
• com.github.pmerienne.trident.ml.testing.data,
• com.github.pmerienne.trident.ml.util

Class Hierarchy

• java.lang.Object
  • com.github.pmerienne.trident.ml.evaluation.AccuracyAggregator<L> (implements storm.trident.operation.CombinerAggregator<T>)
  • com.github.pmerienne.trident.ml.evaluation.AccuracyAggregator.AccuracyState<L> (implements com.github.pmerienne.trident.ml.evaluation.Evaluation<L>)
  • com.github.pmerienne.trident.ml.stats.AdaptiveStreamFeatureStatistics (implements java.io.Serializable, com.github.pmerienne.trident.ml.stats.StreamFeatureStatistics)
  • com.github.pmerienne.trident.ml.classification.AROWClassifier (implements com.github.pmerienne.trident.ml.classification.Classifier<L>)
  • storm.trident.operation.BaseOperation (implements storm.trident.operation.Operation)
    • storm.trident.operation.BaseFunction (implements storm.trident.operation.Function)
      • com.github.pmerienne.trident.ml.preprocessing.InstanceCreator<L>
      • com.github.pmerienne.trident.ml.preprocessing.Normalizer
      • com.github.pmerienne.trident.ml.preprocessing.StandardScaler
      • com.github.pmerienne.trident.ml.preprocessing.TextInstanceCreator<L>
      • com.github.pmerienne.trident.ml.nlp.TwitterSentimentClassifier (implements java.io.Serializable)
    • storm.trident.state.BaseQueryFunction<S,T> (implements storm.trident.state.QueryFunction<S,T>)
      • com.github.pmerienne.trident.ml.classification.ClassifyQuery<L>
      • com.github.pmerienne.trident.ml.nlp.ClassifyTextQuery<L>
      • com.github.pmerienne.trident.ml.clustering.ClusterQuery
      • com.github.pmerienne.trident.ml.evaluation.EvaluationQuery<L>
      • com.github.pmerienne.trident.ml.regression.RegressionQuery
      • com.github.pmerienne.trident.ml.stats.StreamFeatureStatisticsQuery
      • com.github.pmerienne.trident.ml.stats.StreamStatisticsQuery
    • storm.trident.state.BaseStateUpdater<S> (implements storm.trident.state.StateUpdater<S>)
      • com.github.pmerienne.trident.ml.classification.ClassifierUpdater<L>
      • com.github.pmerienne.trident.ml.clustering.ClusterUpdater
      • com.github.pmerienne.trident.ml.regression.RegressionUpdater
      • com.github.pmerienne.trident.ml.stats.StreamStatisticsUpdater
      • com.github.pmerienne.trident.ml.nlp.TextClassifierUpdater<L>
  • com.github.pmerienne.trident.ml.classification.BWinnowClassifier (implements com.github.pmerienne.trident.ml.classification.Classifier<L>)
  • com.github.pmerienne.trident.ml.testing.data.Datasets
  • com.github.pmerienne.trident.ml.testing.data.DatasetUtils
  • com.github.pmerienne.trident.ml.preprocessing.EnglishTokenizer (implements java.io.Serializable, com.github.pmerienne.trident.ml.preprocessing.TextTokenizer)
    • com.github.pmerienne.trident.ml.preprocessing.TwitterTokenizer
  • storm.trident.testing.FixedBatchSpout (implements storm.trident.spout.IBatchSpout)
    • com.github.pmerienne.trident.ml.testing.ReutersBatchSpout
  • com.github.pmerienne.trident.ml.stats.FixedStreamFeatureStatistics (implements java.io.Serializable, com.github.pmerienne.trident.ml.stats.StreamFeatureStatistics)
  • com.github.pmerienne.trident.ml.core.Instance<L> (implements java.io.Serializable)
  • com.github.pmerienne.trident.ml.util.KeysUtil
  • com.github.pmerienne.trident.ml.nlp.KLDClassifier (implements java.io.Serializable, com.github.pmerienne.trident.ml.nlp.TextClassifier<L>, com.github.pmerienne.trident.ml.nlp.TextFeaturesExtractor)
  • com.github.pmerienne.trident.ml.clustering.KMeans (implements com.github.pmerienne.trident.ml.clustering.Clusterer, java.io.Serializable)
  • com.github.pmerienne.trident.ml.util.MathUtil
  • com.github.pmerienne.trident.ml.classification.MultiClassPAClassifier (implements com.github.pmerienne.trident.ml.classification.Classifier<L>)
  • com.github.pmerienne.trident.ml.testing.NANDSpout (implements storm.trident.spout.IBatchSpout)
  • com.github.pmerienne.trident.ml.classification.PAClassifier (implements com.github.pmerienne.trident.ml.classification.Classifier<L>)
  • com.github.pmerienne.trident.ml.regression.PARegressor (implements com.github.pmerienne.trident.ml.regression.Regressor)
  • com.github.pmerienne.trident.ml.classification.PerceptronClassifier (implements com.github.pmerienne.trident.ml.classification.Classifier<L>)
  • com.github.pmerienne.trident.ml.regression.PerceptronRegressor (implements com.github.pmerienne.trident.ml.regression.Regressor)
  • com.github.pmerienne.trident.ml.testing.RandomFeaturesForClusteringSpout (implements storm.trident.spout.IBatchSpout)
  • com.github.pmerienne.trident.ml.testing.RandomFeaturesSpout (implements storm.trident.spout.IBatchSpout)
  • com.github.pmerienne.trident.ml.stats.StreamStatistics (implements java.io.Serializable)
  • com.github.pmerienne.trident.ml.core.TextInstance<L> (implements java.io.Serializable)
  • com.github.pmerienne.trident.ml.nlp.TFIDF (implements java.io.Serializable, com.github.pmerienne.trident.ml.nlp.TextFeaturesExtractor)
  • com.github.pmerienne.trident.ml.nlp.TwitterSentimentClassifier.Builder
  • com.github.pmerienne.trident.ml.nlp.Vocabulary (implements java.lang.Iterable<T>, java.io.Serializable)
  • com.github.pmerienne.trident.ml.classification.WinnowClassifier (implements com.github.pmerienne.trident.ml.classification.Classifier<L>)

Interface Hierarchy

• com.github.pmerienne.trident.ml.clustering.Clusterer
• java.io.Serializable
  • com.github.pmerienne.trident.ml.classification.Classifier<L>
  • com.github.pmerienne.trident.ml.evaluation.Evaluation<L>
  • com.github.pmerienne.trident.ml.regression.Regressor
• com.github.pmerienne.trident.ml.stats.StreamFeatureStatistics
• com.github.pmerienne.trident.ml.nlp.TextClassifier<L>
• com.github.pmerienne.trident.ml.nlp.TextFeaturesExtractor
• com.github.pmerienne.trident.ml.preprocessing.TextTokenizer

Enum Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.io.Serializable)
    • com.github.pmerienne.trident.ml.classification.MultiClassPAClassifier.Type
    • com.github.pmerienne.trident.ml.classification.PAClassifier.Type
    • com.github.pmerienne.trident.ml.stats.StreamStatistics.Type